2 papers
math.NA2025
Trace Ratio vs Ratio Trace Methods for Multidimensional Dimensionality Reduction
Alaeddine Zahir, Franck Dufrenois, Khalide Jbilou +1
We propose a higher-order dimensionality reduction framework based on the Trace Ratio (TR) optimization problem. We establish conditions for existence and uniqueness of solutions a…
cs.CV2025
Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification
Bernardin Ligan, Khalide Jbilou, Fahd Kalloubi +1
Foundation models have achieved great success across diverse domains, including remote sensing (RS), thanks to their versatility and strong generalization abilities. However, most…